Enhancement: Add AI-powered incident severity classification

[anshul23102]

Problem Statement

Manual severity assignment:

• Inconsistent classification
• Delays in priority

Business Impact: Slow response
Technical Impact: No ML models

Root Cause Analysis

Manual only. No automation.

Solution Overview

1. ML model: classify severity
2. Accuracy: high confidence
3. Learning: improve over time
4. Override: allow manual override

Type of Change

• Feature: AI classification

Testing Done

• Accuracy test: correct classification
• Speed test: immediate classification

Related Issue

Relates to incident management

Suggested Labels

feature, ml, ai, gssoc26

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[anshul23102]

@mdazfar2 Could you please assign/ this issue to me? I proposed this enhancement and would like to implement it under GSSoC '26. Thank you.

[github-actions]

This issue has been automatically closed because it has been inactive for more than 30 days. If you believe this is still relevant, feel free to reopen it or create a new one. Thank you!